| id |
caadria2015_172 |
| authors |
Choo, Thian-Siong and Patrick Janssen |
| year |
2015 |
| title |
Performance-Based Parametric Design : A Framework for Building Envelope Design |
| source |
Emerging Experience in Past, Present and Future of Digital Architecture, Proceedings of the 20th International Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA 2015) / Daegu 20-22 May 2015, pp. 603-612 |
| doi |
https://doi.org/10.52842/conf.caadria.2015.603
|
| summary |
Existing performance-based design exploration methods typically suffer from a lack of real-time feedback and a lack of actionable feedback. This paper proposes a hybrid design exploration method that overcomes these issues by combining parametric modelling, surrogate modelling, and evolutionary algorithms. The proposed method is structured as a mixed-initiative approach, in which parametric modelling is the key to creating a synergistic relationship between the architect and the computational system. Surrogate-based techniques will address the issue of real-time feedback, the evolutionary exploration techniques will address the issue of actionable feedback. As a first stage in developing the PEX method, this paper reports on two experiments conducted to identify an appropriate surrogate modelling technique that is efficient and robust. |
| keywords |
Performance-based design, parametric modelling, surrogate modelling, evolutionary algorithms |
| series |
CAADRIA |
| email |
choothiansiong@yahoo.co.uk |
| full text |
 file.pdf (1,358,028 bytes) |
| references |
Content-type: text/plain
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| last changed |
2022/06/07 07:56 |
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